zipfpeMoments: Distribution Moments.

In zipfextR: Zipf Extended Distributions

Description

General function to compute the k-th moment of the Zipf-PE distribution for any integer value k ≥q 1, when it exists. The k-th moment exists if and only if α > k + 1. For k = 1, this function returns the same value as the zipfpeMean function.

Usage

zipfpeMoments(k, alpha, beta, tolerance = 10^(-4))

Arguments

k	Order of the moment to compute.
alpha	Value of the α parameter (α > k + 1).
beta	Value of the β parameter (β \in (-∞, +∞)).
tolerance	Tolerance used in the calculations (default = 10^{-4}).

Details

The k-th moment of the Zipf-PE distribution is finite for α values strictly greater than k + 1. It is computed by calculating the partial sums of the serie, and stopping when two consecutive partial sums differ less than the tolerance value. The value of the last partial sum is returned.

Value

A positive real value corresponding to the k-th moment of the distribution.

Examples

zipfpeMoments(3, 4.5, 1.3)
zipfpeMoments(3, 4.5, 1.3,  1*10^(-3))

zipfextR documentation built on July 8, 2020, 6:23 p.m.